[02/Connecticut/07]

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Questions and Answers

Which design principle does Flow.BI follow for generating the Data Vault 2.0 model?

  • Derive a better Data Vault model in the Business Vault
  • Generate the best Data Vault model
  • Include business logic in the model
  • Capture source data in a consistent way (correct)

Is it necessary to have a better model for information delivery?

  • It depends on the specific requirements
  • It is not mentioned in the text
  • Yes, a better model is required for information delivery
  • No, a better model is not required for information delivery (correct)

What can be done with the Data Vault model generated by Flow.BI?

  • Refactor the model without reloading (correct)
  • Capture source data in a consistent way
  • Generate the best Data Vault model
  • Include business logic in the model

True or false: The design principle behind Flow.BI is to generate the best Data Vault 2.0 model?

<p>False (B)</p> Signup and view all the answers

True or false: The Data Vault model generated by Flow.BI can be refactored without reloading the source data?

<p>True (A)</p> Signup and view all the answers

True or false: Business logic is missing in the generated Data Vault model by Flow.BI?

<p>True (A)</p> Signup and view all the answers

Match the following statements with their correct interpretation in the context of Flow.BI's Data Vault 2.0 model:

<p>The Generated Model is Only a Valid not the Best Model = Flow.BI generates a valid Data Vault 2.0 model, but not necessarily the best one for information delivery Possible to refactor without reloading = The Data Vault 2.0 model generated by Flow.BI can be modified without needing to reload the source data Derive &quot;better&quot; Data Vault model in the Business Vault = If necessary, a better Data Vault model can be derived in the Business Vault Not really for information delivery = A better model is not required for information delivery, what's missing is business logic</p> Signup and view all the answers

Match the following features of Flow.BI's Data Vault 2.0 model:

<p>Captures source data in a consistent way = Data Vault 2.0 model generated by Flow.BI ensures consistent capture of source data Possible to refactor without reloading = Flow.BI's Data Vault 2.0 model can be refactored without the need to reload the source data Derive &quot;better&quot; Data Vault model in the Business Vault = If needed, a better Data Vault model can be derived in the Business Vault Not really for information delivery = For information delivery, a better model is not necessary, what's missing is business logic</p> Signup and view all the answers

Match the following principles with their descriptions in the context of Flow.BI's Data Vault 2.0 model:

<p>Generate only a valid Data Vault 2.0 model = Flow.BI's principle of generating a Data Vault 2.0 model that is valid Possible to refactor without reloading = The ability to modify the Data Vault 2.0 model without reloading the source data Not really for information delivery = The principle that a better model is not required for information delivery What’s missing is business logic = The principle that business logic is missing in the generated Data Vault model</p> Signup and view all the answers

Match the following statements with their correct interpretations in the context of Flow.BI's Data Vault 2.0 model:

<p>Flow.BI's approach to data modeling = Generate a valid model that captures the raw data Best model in many cases = Flow.BI is able to find a decent model that is much better than the poorest, valid model Best model's problems = Requires a lot of (human) work to build, lots of analysis, etc. Raw Data Vault model = Taken as is and not optimized, a 'better' model is derived in the Business Vault with manual effort where required</p> Signup and view all the answers

Match the following principles with their descriptions in the context of Flow.BI's Data Vault 2.0 model:

<p>Design principle of Flow.BI = Generate a valid model that captures the raw data Design principle of Flow.BI for Business Vault = Derive a 'better' model with manual effort where required Business logic in the generated Data Vault model by Flow.BI = Missing Refactoring the Data Vault model generated by Flow.BI = Can be done without reloading the source data</p> Signup and view all the answers

Match the following terms with their definitions in the context of Flow.BI's Data Vault 2.0 model:

<p>Best model = Requires a lot of (human) work to build, lots of analysis, etc. Valid model = Captures the raw data Raw Data Vault model = Generated by Flow.BI and taken as is Business Vault = Where a 'better' model is derived with manual effort where required</p> Signup and view all the answers

Match the following concepts with their descriptions in the context of Flow.BI's Data Vault 2.0 model:

<p>Flow.BI's approach to data modeling = Generate a valid model that captures the raw data instead of finding the best model Best model = Often not the best model available due to the amount of work and analysis it requires Raw Data Vault model = Considered the best model to be generated by an artificial intelligence at the moment Business Vault = Where a 'better' model is derived with manual effort where required</p> Signup and view all the answers

Match the following ideas with their interpretations in the context of Flow.BI's Data Vault 2.0 model:

<p>Flow.BI's approach to data modeling = Generate just a valid model that captures the raw data Best model's problems = Requires a lot of (human) work to build, lots of analysis, etc. Raw Data Vault model = Taken as is and not optimized Business Vault = Where a 'better' model is derived with manual effort where required</p> Signup and view all the answers

Match the following statements with their correct interpretations in the context of Flow.BI's Data Vault 2.0 model:

<p>Flow.BI's approach to data modeling = Generate a valid model that captures the raw data Best model in many cases = Flow.BI is able to find a decent model that is much better than the poorest, valid model Best model's problems = Requires a lot of (human) work to build, lots of analysis, etc. Raw Data Vault model = Taken as is and not optimized, a 'better' model is derived in the Business Vault with manual effort where required</p> Signup and view all the answers

Match the following principles with their descriptions in the context of Flow.BI's Data Vault 2.0 model:

<p>Design principle of Flow.BI = Generate a valid model that captures the raw data Design principle of Flow.BI for Business Vault = Derive a 'better' model with manual effort where required Business logic in the generated Data Vault model by Flow.BI = Missing Refactoring the Data Vault model generated by Flow.BI = Can be done without reloading the source data</p> Signup and view all the answers

Match the following terms with their definitions in the context of Flow.BI's Data Vault 2.0 model:

<p>Best model = Requires a lot of (human) work to build, lots of analysis, etc. Valid model = Captures the raw data Raw Data Vault model = Generated by Flow.BI and taken as is Business Vault = Where a 'better' model is derived with manual effort where required</p> Signup and view all the answers

Match the following concepts with their descriptions in the context of Flow.BI's Data Vault 2.0 model:

<p>Flow.BI's approach to data modeling = Generate a valid model that captures the raw data instead of finding the best model Best model = Often not the best model available due to the amount of work and analysis it requires Raw Data Vault model = Considered the best model to be generated by an artificial intelligence at the moment Business Vault = Where a 'better' model is derived with manual effort where required</p> Signup and view all the answers

Which approach does Flow.BI take when generating a data model?

<p>Finding a valid model that captures the raw data (C)</p> Signup and view all the answers

What is the advantage of the model generated by Flow.BI compared to the poorest, valid model?

<p>It requires less human work to build (B)</p> Signup and view all the answers

Why is it suggested to derive a 'better' model in the Business Vault with manual effort?

<p>Because the Raw Data Vault model lacks business logic (B)</p> Signup and view all the answers

What is the underlying problem with defining a 'better' model?

<p>There is a better model around the corner (B)</p> Signup and view all the answers

What is the main focus of Flow.BI's generated model?

<p>Capturing raw data (A)</p> Signup and view all the answers

What is the role of Flow.BI's generated model in the overall data modeling process?

<p>It is a starting point for further refinement (D)</p> Signup and view all the answers

What is missing in the generated Data Vault model by Flow.BI?

<p>Business logic (C)</p> Signup and view all the answers

What is the current capability of Flow.BI's automation in generating the data model?

<p>Not possible yet to automate with artificial intelligence (A)</p> Signup and view all the answers

What is the suggestion regarding the Raw Data Vault model generated by Flow.BI?

<p>It should be taken as is (C)</p> Signup and view all the answers

Flow.BI strives to find the best data model that fits the data.

<p>False (B)</p> Signup and view all the answers

Flow.BI generates a valid model that captures the raw data.

<p>True (A)</p> Signup and view all the answers

The model generated by Flow.BI is often the best model available.

<p>False (B)</p> Signup and view all the answers

The best model requires a lot of manual work and analysis.

<p>True (A)</p> Signup and view all the answers

Flow.BI suggests optimizing the Raw Data Vault model.

<p>False (B)</p> Signup and view all the answers

The underlying problem with defining a 'better' model is the lack of awareness of other potential models.

<p>True (A)</p> Signup and view all the answers

The design principle behind Flow.BI is to generate the best Data Vault 2.0 model.

<p>False (B)</p> Signup and view all the answers

The Data Vault model generated by Flow.BI can be refactored without reloading the source data.

<p>True (A)</p> Signup and view all the answers

Business logic is missing in the generated Data Vault model by Flow.BI.

<p>True (A)</p> Signup and view all the answers

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